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#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawaren (experimental version)
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From:
scotpublichealth
Uploaded on:
November 14, 2017
Description:
Description
The graph represents a network of 7,535 Twitter users whose recent tweets contained "#antibioticresistance OR #antibiotics OR #eaad OR #waaw OR #waaw17 OR #waaw2017 OR #antibioticawarenessweek OR #doit4das OR #antibioticguardian OR "antibiotic awareness week" OR "antibiotic resistance" OR #superbugs OR #keepantibioticsworking OR #AMR OR #WHSAvsAMR since:2017-11-13 until:2017-11-14", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 14 November 2017 at 07:18 UTC.

The tweets in the network were tweeted over the 11-hour, 19-minute period from Monday, 13 November 2017 at 12:40 UTC to Monday, 13 November 2017 at 23:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7535
Unique Edges : 10169
Edges With Duplicates : 2849
Total Edges : 13018
Self-Loops : 2098
Reciprocated Vertex Pair Ratio : 0.017010683539052
Reciprocated Edge Ratio : 0.0334523202447731
Connected Components : 892
Single-Vertex Connected Components : 604
Maximum Vertices in a Connected Component : 6047
Maximum Edges in a Connected Component : 11345
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.104816
Graph Density : 0.000172718447439953
Modularity : 0.646352
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[170] http://oms-platform.onebigrobot.com/en
[67] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[57] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[47] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[43] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[42] https://twitter.com/WHO/status/929849231808061440
[37] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[29] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[27] http://www.snappytv.com/tc/6321383
[25] https://newsnetwork.mayoclinic.org/discussion/womens-wellness-is-it-safe-to-take-antibiotics-or-aspirin-during-pregnancy/?utm_source=twitter&utm_medium=sm&utm_content=post&utm_campaign=mayoclinic&geo=national&placementsite=enterprise&mc_id=us&cauid=100503&linkId=44541421

Top URLs in Tweet in G1:
[17] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[6] http://antibioticwise.ca/
[6] https://www.cihi.ca/en/oecd-interactive-tool-international-comparisons-prescribing-in-primary-care
[4] https://www.expatica.com/ch/news/country-news/SW-In-ten-years-Swiss-agriculture-reduces-antibiotics-usage-by-half_1537123.html
[4] https://twitter.com/who/status/929849231808061440
[3] http://www.salute.gov.it/portale/news/p3_2_1_1_1.jsp?lingua=italiano&menu=notizie&p=dalministero&id=3168
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/
[3] http://antibioticguardian.com/
[3] http://www.who.int/campaigns/world-antibiotic-awareness-week/2017/social-media/bacteria.gif?ua=1
[2] http://oms-platform.onebigrobot.com/en

Top URLs in Tweet in G2:
[14] https://twitter.com/WHO/status/929849231808061440
[12] http://onlinelibrary.wiley.com/doi/10.1002/14651858.CD010257/full?utm_content=buffer24f0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] https://www.facebook.com/NationalInstituteforHealthandCareExcellence/
[12] http://www.nature.com/articles/doi:10.1038/s41467-017-01405-7.epdf?author_access_token=aatoBZioHCSkRR4h4NBvfNRgN0jAjWel9jnR3ZoTv0OEwETMHjBWJPlQF7RMX6d-YjOYDdZAsAwIhkJ1i7Mt57frFZNTiBh7O1oG-FhFXbMMarX128NqXpjcrVGpIt5lNv7nx5g82N4sgqQHKl7EBg%3D%3D
[11] https://www.cppe.ac.uk/as/default?AS_ID=51
[9] https://www.birmingham.ac.uk/news/latest/2017/11/new-mechanism-bacteria-antibiotic-resistance.aspx
[9] https://publichealthmatters.blog.gov.uk/2017/11/13/health-matters-preventing-infections-and-reducing-amr/?utm_source=Twitter&utm_medium=Tweet131101&utm_campaign=HealthMatters
[9] https://www.nihr.ac.uk/research-and-impact/research-priorities/antimicrobial-resistance.htm
[9] https://phys.org/news429766529.html
[9] https://www.birmingham.ac.uk/news/latest/2017/11/world-antibiotics-awareness-week.aspx

Top URLs in Tweet in G3:
[20] https://www.cdc.gov/antibiotic-use/?utm_source=Twitter&utm_medium=Social&utm_campaign=2017_CDC_AU&utm_content=Social_Twitter_1
[16] http://www.emro.who.int/waaw2017/index.html
[13] https://twitter.com/WHO/status/928946468907569152
[10] https://www.roche.com/research_and_development/what_we_are_working_on/infectious_diseases/fighting-antimicrobial-resistance.htm?utm_source=T&utm_medium=E&utm_campaign=ARAW17
[8] https://www.standard.co.uk/comment/comment/superbugs-are-a-more-urgent-threat-than-climate-change-a3685421.html
[7] https://www.cdc.gov/antibiotic-use/
[7] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] http://www.pewtrusts.org/en/multimedia/audio/2017/antibiotic-resistance-when-drugs-dont-work-anymore
[6] http://www.amr.gov.au/
[5] https://www.youtube.com/watch?v=2PYY7thzdeM&feature=share

Top URLs in Tweet in G4:
[12] https://twitter.com/WHO/status/929849231808061440
[9] http://antibioticguardian.com/
[5] http://indianexpress.com/article/technology/science/nasa-to-launch-e-coli-into-space-to-study-antibiotic-resistance-lowest-dosage-to-kill-bacteria-4935664/
[5] http://www.un.org/apps/news/story.asp?NewsID=58079
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[4] https://twitter.com/i/web/status/929849231808061440
[4] https://twitter.com/who/status/929849231808061440
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/2017/event/en/
[4] http://www.soynadie.org/2017/11/13/antibiotic-resistance-scientists-find-vulnerability-that-may-hold-key-to-killing-superbugs/
[4] http://oms-platform.onebigrobot.com/en

Top URLs in Tweet in G5:
[152] http://oms-platform.onebigrobot.com/en
[5] https://twitter.com/WHO/status/930045081867997185
[3] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.emro.who.int/waaw2017/index.html
[1] https://twitter.com/i/web/status/930133173450760193
[1] https://twitter.com/i/web/status/929983263132848130
[1] https://twitter.com/WHO/status/929849231808061440
[1] https://twitter.com/i/web/status/930123417063510016
[1] https://twitter.com/i/web/status/930111807787864064
[1] https://twitter.com/i/web/status/930077196110065664

Top URLs in Tweet in G6:
[49] https://www.nhs.uk/nhsengland/arc/pages/aboutarc.aspx
[10] http://www.thunderclap.it/tipped/63343/twitter
[4] https://wellcome.ac.uk/press-release/antibiotic-resistance-poorly-communicated-and-widely-misunderstood-uk-public
[3] https://www.ncas-australia.org/education
[3] https://twitter.com/WHO/status/930001964334833664
[2] https://www.cdc.gov/antibiotic-use/
[2] https://twitter.com/BRxAD/status/930071041422102528
[1] https://twitter.com/i/web/status/930129389576118272
[1] https://twitter.com/i/web/status/929677209089933313
[1] https://www.youtube.com/watch?v=-ZGxT9nAiZo&feature=youtu.be

Top URLs in Tweet in G7:
[27] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://indianexpress.com/article/technology/science/nasa-to-launch-e-coli-into-space-to-study-antibiotic-resistance-lowest-dosage-to-kill-bacteria-4935664/
[2] https://news.sky.com/story/campaign-urges-people-to-stop-asking-for-antibiotics-to-prevent-apocalypse-11094616?platform=hootsuite
[2] http://www.todayonline.com/commentary/winning-fight-against-antimicrobial-resistance#.Wgl2NEsXd5s.twitter?platform=hootsuite
[2] http://www.oie.int/index.php?id=2413&L=3
[2] http://www.who.int/campaigns/world-antibiotic-awareness-week/quiz/en/?utm_content=bufferc56bb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.fao.org/news/story/en/item/1056493/icode/
[1] https://twitter.com/i/web/status/930078678201053184
[1] https://twitter.com/i/web/status/930071151744778241
[1] https://twitter.com/i/web/status/930049016703979520

Top URLs in Tweet in G8:
[29] http://www.ema.europa.eu/docs/en_GB/document_library/Other/2017/11/WC500238071.pdf
[20] https://www.youtube.com/watch?time_continue=22&v=l-n-CK9WP88
[4] http://www.who.int/campaigns/world-antibiotic-awareness-week/en/
[3] https://www.ft.com/content/97b7dc88-c5ec-11e7-a1d2-6786f39ef675
[3] http://oms-platform.onebigrobot.com/en
[3] https://www.youtube.com/watch?v=sYCyP37ASsE
[2] https://www.linkedin.com/slink?code=eX8AM5w
[2] http://www.fao.org/antimicrobial-resistance/world-antibiotic-awareness-week/en/?utm_content=buffer110a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/longitude_prize/status/925677308295434240
[2] https://twitter.com/WHO/status/929849231808061440

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/930155556995780609
[1] https://twitter.com/i/web/status/930095552141910016

Top URLs in Tweet in G10:
[43] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[18] https://www.mrc.ac.uk/news/browse/antibiotic-awareness-week-research-council-scientists-collaborate-in-fight-against-amr/
[7] http://bit.ly/tacklingAMR?utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[4] https://www.ceh.ac.uk/news-and-media/blogs/amr-knowledge-gaps-science-policy
[3] http://psychobiotic-revolution.com/2017/11/pitting-viruses-against-bacteria/?platform=hootsuite
[3] https://www.youtube.com/watch?v=Tc1eNYX932s
[2] http://www.rcuk.ac.uk/research/xrcprogrammes/tackling-antimicrobial-resistance/an-introduction-to-antibiotic-resistance/?utm_medium=social&utm_campaign=SocialSignIn&utm_source=Twitter
[2] http://www.who.int/mediacentre/factsheets/antibiotic-resistance/en/
[2] http://who.int/mediacentre/factsheets/antibiotic-resistance/es/#.WgnbAnOsSkM.twitter
[2] http://vaadrefuah.org/do-acne-treatments-promote-antibiotic-resistance/

Top Domains
Top Domains in Tweet in Entire Graph:
[2058] twitter.com
[189] who.int
[177] onebigrobot.com
[161] ac.uk
[79] youtube.com
[75] nhs.uk
[62] cdc.gov
[46] fao.org
[45] antibioticguardian.com
[42] europa.eu

Top Domains in Tweet in G1:
[118] twitter.com
[32] who.int
[7] antibioticwise.ca
[7] cihi.ca
[4] expatica.com
[4] antibioticguardian.com
[3] gov.it
[3] thunderclap.it
[3] fb.me
[2] onebigrobot.com

Top Domains in Tweet in G2:
[402] twitter.com
[46] ac.uk
[20] antibioticguardian.com
[20] org.uk
[18] who.int
[15] nature.com
[14] rpharms.com
[12] wiley.com
[12] gov.uk
[12] facebook.com

Top Domains in Tweet in G3:
[236] twitter.com
[39] cdc.gov
[22] who.int
[12] pewtrusts.org
[11] youtube.com
[10] roche.com
[8] co.uk
[7] thunderclap.it
[7] fao.org
[6] gov.au

Top Domains in Tweet in G4:
[416] twitter.com
[23] who.int
[21] fb.me
[10] antibioticguardian.com
[9] cdc.gov
[6] co.uk
[6] un.org
[5] indianexpress.com
[5] instagram.com
[4] paper.li

Top Domains in Tweet in G5:
[152] onebigrobot.com
[31] twitter.com
[4] who.int
[3] fao.org
[1] usa.gov
[1] ac.uk

Top Domains in Tweet in G6:
[59] twitter.com
[49] nhs.uk
[10] thunderclap.it
[4] ac.uk
[3] ncas-australia.org
[2] cdc.gov
[2] who.int
[1] youtube.com
[1] org.au
[1] edu.au

Top Domains in Tweet in G7:
[53] twitter.com
[29] fao.org
[5] indianexpress.com
[4] who.int
[2] sky.com
[2] todayonline.com
[2] oie.int
[2] onebigrobot.com
[1] medicalxpress.com
[1] youtube.com

Top Domains in Tweet in G8:
[47] twitter.com
[29] europa.eu
[23] youtube.com
[7] who.int
[3] ft.com
[3] onebigrobot.com
[2] linkedin.com
[2] fao.org
[2] org.uk
[1] ifpma.org

Top Domains in Tweet in G9:
[2] twitter.com

Top Domains in Tweet in G10:
[73] ac.uk
[39] twitter.com
[7] bit.ly
[5] who.int
[4] youtube.com
[3] psychobiotic-revolution.com
[2] vaadrefuah.org
[2] publichealthagency.org
[1] cdc.gov
[1] umn.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2666] antibioticresistance
[1233] antibioticawarenessweek
[843] amr
[796] antibiotics
[742] keepantibioticsworking
[549] waaw
[473] waaw2017
[443] antibioticguardian
[330] stopsuperbugs
[220] antibiotic



Top Hashtags in Tweet in G1:
[612] antibioticresistance
[197] stopsuperbugs
[57] antibioticawarenessweek
[44] antibiotics
[32] keepantibioticsworking
[30] waaw2017
[28] antibiotiques
[25] waaw
[22] amr
[16] beantibioticsaware

Top Hashtags in Tweet in G2:
[302] antibioticresistance
[265] antibioticguardian
[236] antibioticawarenessweek
[177] keepantibioticsworking
[151] waaw2017
[131] antibiotics
[117] amr
[96] waaw
[70] eaad
[66] cochraneevidence

Top Hashtags in Tweet in G3:
[388] antibioticresistance
[359] antibioticawarenessweek
[183] antibiotics
[126] waaw
[121] amr
[102] beantibioticsaware
[79] amractionng
[77] keepantibioticsworking
[64] nigeria
[59] waaw2017

Top Hashtags in Tweet in G4:
[141] antibioticresistance
[77] keepantibioticsworking
[73] antibiotics
[66] antibioticawarenessweek
[27] amr
[23] waaw2017
[16] worldantibioticawarenessweek
[16] antibioticguardian
[14] waaw
[12] beantibioticsaware

Top Hashtags in Tweet in G5:
[245] antibioticresistance
[50] amr
[13] antibiotics
[11] stopsuperbugs
[9] cochraneevidence
[9] waaw2017
[7] antibioticawarenessweek
[5] antibiotiques
[5] beantibioticsaware
[4] آنتی‌بیوتیک

Top Hashtags in Tweet in G6:
[70] antibioticawarenessweek
[55] keepantibioticsworking
[54] antibiotic
[50] antibioticresistance
[49] waaw17
[43] waaw
[22] waaw2017
[22] antimicrobialresistance
[16] antibioticguardian
[13] antibiotics

Top Hashtags in Tweet in G7:
[106] amr
[74] waaw2017
[53] antimicrobialresistance
[34] antibioticresistance
[26] المضادات_الحيوية
[25] فقط_بوصفة
[20] onehealth
[12] unfao
[10] waaw
[8] vets

Top Hashtags in Tweet in G8:
[132] antibioticresistance
[78] keepantibioticsworking
[39] amr
[27] waaw
[17] healthcare
[14] superbugs
[13] amralliance
[12] antibiotics
[10] eaad
[10] worldantibioticawarenessweek

Top Hashtags in Tweet in G10:
[104] antibioticresistance
[69] amr
[46] antibioticsawarenessweek
[31] antibioticawarenessweek
[15] antibiotic
[13] waaw
[13] antibiotics
[9] amrinsight
[4] science
[3] superbugs

Top Words
Top Words in Tweet in Entire Graph:
[4845] Words in Sentiment List#1: Positive
[4448] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[177856] Non-categorized Words
[187149] Total Words
[4632] antibiotic
[4202] antibiotics
[3764] week
[3562] awareness
[3303] world

Top Words in Tweet in G1:
[1773] antibiotics
[1409] antibiotic
[1398] week
[1391] world
[1376] awareness
[1272] taking
[1270] always
[1269] qualified
[1269] before
[1268] seek

Top Words in Tweet in G2:
[591] antibiotic
[518] week
[484] antibiotics
[440] world
[395] awareness
[306] antibioticresistance
[265] antibioticguardian
[236] antibioticawarenessweek
[177] keepantibioticsworking
[164] https

Top Words in Tweet in G3:
[505] antibiotics
[455] antibiotic
[388] antibioticresistance
[359] antibioticawarenessweek
[335] world
[316] awareness
[298] week
[201] taking
[187] seek
[183] amr

Top Words in Tweet in G4:
[333] antibiotic
[183] week
[183] antibiotics
[163] awareness
[141] antibioticresistance
[116] resistance
[93] world
[79] infections
[77] keepantibioticsworking
[71] up

Top Words in Tweet in G5:
[315] antibiotic
[311] week
[308] awareness
[245] antibioticresistance
[206] world
[190] antibiotics
[174] help
[164] spread
[161] stop
[101] treat

Top Words in Tweet in G6:
[205] antibiotic
[114] awareness
[105] out
[83] antibiotics
[70] antibioticawarenessweek
[70] week
[68] find
[67] world
[63] more
[58] unnecessary

Top Words in Tweet in G7:
[106] amr
[91] week
[78] antimicrobials
[74] waaw2017
[67] oieanimalhealth
[66] antibiotic
[63] world
[62] awareness
[56] need
[55] reduce

Top Words in Tweet in G8:
[132] antibioticresistance
[78] keepantibioticsworking
[71] week
[66] antibiotics
[65] awareness
[60] world
[59] antibiotic
[59] help
[55] health
[54] who_europe

Top Words in Tweet in G9:
[161] uso
[161] indebido
[161] antibióticos
[161] está
[161] creando
[161] superbacterias
[161] pueden
[161] tratar
[161] ningún
[161] medicamento

Top Words in Tweet in G10:
[104] antibioticresistance
[95] out
[88] antibiotic
[76] week
[69] amr
[69] check
[62] awareness
[56] antibiotics
[52] ukri_news
[50] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3287] awareness,week
[3224] antibiotic,awareness
[2782] world,antibiotic
[1748] taking,antibiotics
[1662] seek,advice
[1613] always,seek
[1590] advice,qualified
[1580] before,taking
[1578] professional,before
[1529] healthcare,professional

Top Word Pairs in Tweet in G1:
[1372] awareness,week
[1356] antibiotic,awareness
[1346] world,antibiotic
[1268] seek,advice
[1268] taking,antibiotics
[1267] always,seek
[1267] advice,qualified
[1266] before,taking
[1265] professional,before
[1264] week,always

Top Word Pairs in Tweet in G2:
[373] awareness,week
[352] antibiotic,awareness
[323] world,antibiotic
[94] antibiotic,resistance
[68] keepantibioticsworking,https
[67] world,antibioticawarenessweek
[65] antibiotics,aren
[65] aren,t
[65] t,always
[65] always,needed

Top Word Pairs in Tweet in G3:
[256] awareness,week
[237] antibiotic,awareness
[190] taking,antibiotics
[166] world,antibiotic
[160] speeds,up
[150] up,antibioticresistance
[104] seek,advice
[102] world,antibioticawarenessweek
[97] antibiotic,resistance
[93] antibioticawarenessweek,taking

Top Word Pairs in Tweet in G4:
[147] awareness,week
[139] antibiotic,awareness
[99] antibiotic,resistance
[73] world,antibiotic
[56] antibiotic,misuse
[55] wake,up
[55] up,canada
[55] canada,risks
[55] risks,antibiotic
[55] misuse,such

Top Word Pairs in Tweet in G5:
[307] antibiotic,awareness
[307] awareness,week
[198] world,antibiotic
[162] spread,antibioticresistance
[159] help,stop
[159] stop,spread
[152] week,help
[101] antibiotics,treat
[95] treat,cold
[95] cold,flu

Top Word Pairs in Tweet in G6:
[110] antibiotic,awareness
[68] find,out
[62] world,antibiotic
[62] awareness,week
[50] out,more
[49] waaw17,antibiotic
[49] awareness,campaign
[49] campaign,find
[49] more,nhschoices
[46] nhsengland,waaw17

Top Word Pairs in Tweet in G7:
[57] world,antibiotic
[57] antibiotic,awareness
[57] awareness,week
[37] sustainable,farming
[37] farming,practices
[37] practices,reduce
[37] reduce,need
[37] need,antimicrobials
[34] faonews,sustainable
[30] week,world

Top Word Pairs in Tweet in G8:
[58] awareness,week
[51] antibiotic,awareness
[48] world,antibiotic
[36] health,care
[36] spread,antibioticresistance
[32] care,workers
[32] workers,help
[32] help,protect
[32] protect,people
[32] people,avoidable

Top Word Pairs in Tweet in G9:
[161] uso,indebido
[161] indebido,antibióticos
[161] antibióticos,está
[161] está,creando
[161] creando,superbacterias
[161] superbacterias,pueden
[161] pueden,tratar
[161] tratar,ningún
[161] ningún,medicamento
[160] onu_es,uso

Top Word Pairs in Tweet in G10:
[69] check,out
[62] antibiotic,awareness
[62] awareness,week
[44] antibioticsawarenessweek,check
[44] out,infographic
[44] infographic,brief
[44] brief,history
[44] history,antibioticresistance
[43] ukri_news,antibioticsawarenessweek
[42] world,antibiotic

Top Replied-To
Top Replied-To in Entire Graph:
@who
@longitude_prize
@elizbeech
@carolinepurslow
@gmacscotland
@royalmarsdennhs
@chantaladasilva
@undesa
@ncdcgov
@sjaglin

Top Replied-To in G1:
@who
@undesa
@corpdelia

Top Replied-To in G2:
@longitude_prize
@who
@elizbeech
@gmacscotland
@royalmarsdennhs
@carolinepurslow
@roger_manc
@sjaglin
@niamrnetwork
@aliciad3

Top Replied-To in G3:
@ncdcgov
@who
@mfda_mv
@longitude_prize
@carolinepurslow
@sidpharm
@faoindonesia
@whohas
@choosewiselyca
@whoafro

Top Replied-To in G4:
@cwmtafphysio

Top Replied-To in G5:
@undesa
@un

Top Replied-To in G6:
@nzsciencelearn
@brxad
@qualityofcarenl

Top Replied-To in G7:
@faoanimalhealth
@opsargentina
@irshadvetsu

Top Replied-To in G8:
@eu_healthparl
@profhgoossens
@nicesciadvice

Top Mentioned
Top Mentioned in Entire Graph:
@who
@phe_uk
@un
@onu_es
@whoafro
@undesa
@cochraneuk
@sidpharm
@whonigeria
@oieanimalhealth

Top Mentioned in G1:
@who
@ifmsa
@kathy_calvin
@cdcofbc
@puntosigre
@unric_se
@drtedros
@uabmedicine
@cihi_icis

Top Mentioned in G2:
@phe_uk
@cochraneuk
@who
@drdianeashiru
@ptsafetynhs
@ebug_uk
@elizbeech
@naturecomms
@rpharms
@longitude_prize

Top Mentioned in G3:
@who
@whoafro
@sidpharm
@whonigeria
@cdc_ncezid
@ncdcgov
@cdcgov
@battlesuperbugs
@whomaldives
@whoemro

Top Mentioned in G4:
@eeyuva
@rnohnhs
@paulmattheneus
@ghvosloo

Top Mentioned in G5:
@un
@undesa
@who
@ukmissiongeneva
@whojordan
@nlingeneva
@cochranecollab
@naveenthacker
@who_europe
@faoknowledge

Top Mentioned in G6:
@nhschoices
@nhsengland
@choosewiselyca
@who
@drcjlittle
@npsmedicinewise
@healthgovau
@cddftnhs
@cphaaphc
@brxad

Top Mentioned in G7:
@oieanimalhealth
@faonews
@faoknowledge
@who
@faoanimalhealth
@irshadvetsu
@faowhocodex
@opsargentina
@nasa
@stevewearne

Top Mentioned in G8:
@who_europe
@ema_news
@who
@eaad_eu
@amralliance
@pfizer
@ajack
@ft_health
@thomascueni
@v_andriukaitis

Top Mentioned in G9:
@onu_es
@faoenespanol

Top Mentioned in G10:
@ukri_news
@the_mrc
@who
@esrc
@research_uk
@fillouxlab
@epsrc
@sheffieldhosp
@universityleeds
@medresfdn

Top Tweeters
Top Tweeters in Entire Graph:
@pharma_global
@_dpaj
@newsbossindia
@phildecarolis
@newsmoldova
@superalitita
@haitinewsnet
@nilimajumder
@gidi_traffic
@independent

Top Tweeters in G1:
@nilimajumder
@fusasippona
@lulu5944bis
@ketaminh
@drayeshanaveed
@uchmoni
@abhomeron
@trigorosa
@aparanjape
@picochu_

Top Tweeters in G2:
@independent
@batman710
@anderstingsbone
@wenurses
@taxidiwtis
@tess_blue815
@cleverestcookie
@drmel_t
@irisstylosa
@ms_inspector

Top Tweeters in G3:
@magarya
@suzanneinlgb
@israelifreedom
@saver_jain
@abosife2010
@lizditz
@ingrx
@hybridrameez
@aymanfadel
@welapmsimanga

Top Tweeters in G4:
@pharma_global
@_dpaj
@newsbossindia
@newsmoldova
@haitinewsnet
@errisk
@denovofarms
@peoplestrusttor
@sciseekfeed
@mortgageconsult

Top Tweeters in G5:
@gmlovelie67xxx
@sonja_jo
@nico_gaia
@noralkoonnoral1
@solhog
@shonatiger
@garchibaldctv
@satyavrata9
@isafaceangel
@chrissychatt

Top Tweeters in G6:
@johangreg
@trentyarwood
@nobblebonce
@kojima_aponet
@nhsengland
@geoff_springer
@leic_hospital
@nhschoices
@nzsciencelearn
@ryanpharmilton

Top Tweeters in G7:
@indianexpress
@sandyc1772
@ameliaaoliveira
@todayonline
@kelzywelzy
@clawwdy
@monkeyjae
@elenaeg4a
@nasa
@microbioblog

Top Tweeters in G8:
@john1966olsen
@punjabimodern1
@lluis1966
@eduardgtoledano
@rokyfitz
@davidadelantado
@shrimedianet
@tuoitrenewsvn
@manuel_bolio
@ema_news

Top Tweeters in G9:
@viazcanv
@yordipontier
@0rlandoaraujo
@perlipatt
@enrodi
@dcgcos
@nebadon1133
@koraguti
@joeltheomar
@ochovio

Top Tweeters in G10:
@marianneschro11
@paulhoskisson
@croydonnbrhoods
@astronomeradam
@giles_morrison
@radyrsixthform
@chahasthma
@youmajamilanana
@esrc
@leedschatter